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Network Science

7th International Winter Conference, NetSci-X 2022, Porto, Portugal, February 8–11, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Pedro Ribeiro

    1. University of Porto, Porto, Portugal

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  2. Fernando Silva

    1. University of Porto, Porto, Portugal

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  3. José Fernando Mendes

    1. University of Aveiro, Aveiro, Portugal

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  4. Rosário Laureano

    1. Iscte – Instituto Universitário de Lisboa, Lisbon, Portugal

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13197)

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: NetSci-X 2022.

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Table of contents (13 papers)

  1. Front Matter

    Pages i-xii
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  2. Using Localized Attacks with Probabilistic Failures to Model Seismic Events over Physical-Logical Interdependent Networks

    • Ivana Bachmann, Javier Bustos-Jiménez
    Pages 1-14

  3. A Historical Perspective on International Treaties via Hypernetwork Science

    • Elie Alhajjar, Ross Friar
    Pages 15-25

  4. On the Number of Edges of the Fréchet Mean and Median Graphs

    • Daniel Ferguson, François G. Meyer
    Pages 26-40

  5. Core But Not Peripheral Online Social Ties is a Protective Factor Against Depression: Evidence from a Nationally Representative Sample of Young Adults

    • Sofia Dokuka, Elizaveta Sivak, Ivan Smirnov
    Pages 41-53

  6. Deep Topological Embedding with Convolutional Neural Networks for Complex Network Classification

    • Leonardo Scabini, Lucas Ribas, Eraldo Ribeiro, Odemir Bruno
    Pages 54-66

  7. Modularity-Based Backbone Extraction in Weighted Complex Networks

    • Stephany Rajeh, Marinette Savonnet, Eric Leclercq, Hocine Cherifi
    Pages 67-79

  8. Vessel Destination Prediction Using a Graph-Based Machine Learning Model

    • Racha Gouareb, Francois Can, Sohrab Ferdowsi, Douglas Teodoro
    Pages 80-93

  9. Hunting for Dual-Target Set on a Class of Hierarchical Networks

    • Moein Khajehnejad, Forough Habibollahi
    Pages 94-111

  10. Generalized Linear Models Network Autoregression

    • Mirko Amillotta, Konstantinos Fokianos, Ioannis Krikidis
    Pages 112-125

  11. Constructing Provably Robust Scale-Free Networks

    • Rouzbeh Hasheminezhad, Ulrik Brandes
    Pages 126-139

  12. Functional Characterization of Transcriptional Regulatory Networks of Yeast Species

    • Paulo Dias, Pedro T. Monteiro, Andreia Sofia Teixeira
    Pages 140-154

  13. Competitive Information Spreading on Modular Networks

    • Satoshi Furutani, Toshiki Shibahara, Mitsuaki Akiyama, Masaki Aida
    Pages 155-168

  14. HyperNetVec: Fast and Scalable Hierarchical Embedding for Hypergraphs

    • Sepideh Maleki, Donya Saless, Dennis P. Wall, Keshav Pingali
    Pages 169-183

  15. Back Matter

    Pages 185-185
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Other volumes

  1. Network Science

Keywords

About this book

This book constitutes the refereed proceedings of the 7th International Conference and School of Network Science, NetSci-X 2022, held in Porto, Portugal, in February 2021.

The 13 full papers were carefully reviewed and selected from 19 submissions. The papers deal with the study of network models in domains ranging from biology and physics to computer science, from financial markets to cultural integration, and from social media to infectious diseases.

Editors and Affiliations

  • University of Porto, Porto, Portugal

    Pedro Ribeiro, Fernando Silva

  • University of Aveiro, Aveiro, Portugal

    José Fernando Mendes

  • Iscte – Instituto Universitário de Lisboa, Lisbon, Portugal

    Rosário Laureano

Bibliographic Information

  • Book Title: Network Science

  • Book Subtitle: 7th International Winter Conference, NetSci-X 2022, Porto, Portugal, February 8–11, 2022, Proceedings

  • Editors: Pedro Ribeiro, Fernando Silva, José Fernando Mendes, Rosário Laureano

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-97240-0

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2022

  • Softcover ISBN: 978-3-030-97239-4Published: 25 February 2022

  • eBook ISBN: 978-3-030-97240-0Published: 24 February 2022

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 185

  • Number of Illustrations: 7 b/w illustrations, 38 illustrations in colour

  • Topics: Computer Systems Organization and Communication Networks, Computer Applications

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